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Applying color recognition techniques to achieve low-cost portable digital board functionalities

Digital teaching support devices, like digital boards, are becoming increasingly popular to improve concept learning, as they allow manipulating represented objects in new and very innovative ways if compared with traditional boards. However, their acquisition cost (device, software licenses, additi...

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Detalles Bibliográficos
Autores principales: Cotarelo, Alba, Redondo, Jose Manuel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9039029/
https://www.ncbi.nlm.nih.gov/pubmed/35496995
http://dx.doi.org/10.1007/s11042-022-12068-y
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author Cotarelo, Alba
Redondo, Jose Manuel
author_facet Cotarelo, Alba
Redondo, Jose Manuel
author_sort Cotarelo, Alba
collection PubMed
description Digital teaching support devices, like digital boards, are becoming increasingly popular to improve concept learning, as they allow manipulating represented objects in new and very innovative ways if compared with traditional boards. However, their acquisition cost (device, software licenses, additional hardware), and the lack of deployment flexibility to adapt to certain classroom configurations, are the main problems that prevents them to be used in a substantial number of educational environments or slow their adoption rate. This research shows that a color recognition algorithm, applied to projected images captured by consumer-grade webcams, can successfully provide functionalities equivalent to typical digital boards on low-budget educational environments. This way, a pointer object is recognized by its color, and its actions are interpreted at real time to be converted to standard UI actions in the computer screen, as a standard input device. The prototype has been also designed to be usable in classroom environments of different sizes, available space, or configuration, maximizing reutilization of existing elements in the classroom. The research prototype was successfully deployed in a real classroom using modest hardware, inexpensive requirements, and very flexible setup options, adapting both to student and teacher needs.
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spelling pubmed-90390292022-04-26 Applying color recognition techniques to achieve low-cost portable digital board functionalities Cotarelo, Alba Redondo, Jose Manuel Multimed Tools Appl Article Digital teaching support devices, like digital boards, are becoming increasingly popular to improve concept learning, as they allow manipulating represented objects in new and very innovative ways if compared with traditional boards. However, their acquisition cost (device, software licenses, additional hardware), and the lack of deployment flexibility to adapt to certain classroom configurations, are the main problems that prevents them to be used in a substantial number of educational environments or slow their adoption rate. This research shows that a color recognition algorithm, applied to projected images captured by consumer-grade webcams, can successfully provide functionalities equivalent to typical digital boards on low-budget educational environments. This way, a pointer object is recognized by its color, and its actions are interpreted at real time to be converted to standard UI actions in the computer screen, as a standard input device. The prototype has been also designed to be usable in classroom environments of different sizes, available space, or configuration, maximizing reutilization of existing elements in the classroom. The research prototype was successfully deployed in a real classroom using modest hardware, inexpensive requirements, and very flexible setup options, adapting both to student and teacher needs. Springer US 2022-02-09 2022 /pmc/articles/PMC9039029/ /pubmed/35496995 http://dx.doi.org/10.1007/s11042-022-12068-y Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Cotarelo, Alba
Redondo, Jose Manuel
Applying color recognition techniques to achieve low-cost portable digital board functionalities
title Applying color recognition techniques to achieve low-cost portable digital board functionalities
title_full Applying color recognition techniques to achieve low-cost portable digital board functionalities
title_fullStr Applying color recognition techniques to achieve low-cost portable digital board functionalities
title_full_unstemmed Applying color recognition techniques to achieve low-cost portable digital board functionalities
title_short Applying color recognition techniques to achieve low-cost portable digital board functionalities
title_sort applying color recognition techniques to achieve low-cost portable digital board functionalities
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9039029/
https://www.ncbi.nlm.nih.gov/pubmed/35496995
http://dx.doi.org/10.1007/s11042-022-12068-y
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